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. 2025 Oct 13;12:1655302. doi: 10.3389/fmed.2025.1655302

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Copyright © 2025 Su, Chen, Wang, Song, Xu, Lin and Lin.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Two screenshots of a “Scar Prediction Model” interface. Panel A shows inputs: Age 65, Scar Height 5.00, Solidity 0.42, S Mean 0.10, with a predicted scarring probability of 100%. Panel B shows inputs: Age 25, Scar Height 2.00, Solidity 0.85, S Mean 0.40, with a predicted scarring probability of 7.2%. — Web-based calculator for predicting treatment failure. The figure illustrates the web-based calculator developed to estimate the probability of treatment failure based on age, scar height, solidity, and S_mean. (A) Shows an example scenario with a high predicted probability of treatment failure, while (B) shows an example scenario with a low predicted probability of treatment failure.